Pandas Profiling Report - Oxford Dataset on Covid 19 Government Response

Dataset statistics

Number of variables	42
Number of observations	24457
Missing cells	199455
Missing cells (%)	19.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.4 MiB
Average record size in memory	445.2 B

Variable types

NUM	19
CAT	13
BOOL	9
UNSUPPORTED	1

Reproduction

Analysis started	2020-05-25 21:38:08.427810
Analysis finished	2020-05-25 21:39:20.152327
Duration	1 minute and 11.72 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`CountryName` has a high cardinality: 168 distinct values	High cardinality
`CountryCode` has a high cardinality: 168 distinct values	High cardinality
`C3_Cancel public events` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`C1_School closing` is highly correlated with `C3_Cancel public events` and 8 other fields	High correlation
`ConfirmedDeaths` is highly correlated with `ConfirmedCases`	High correlation
`ConfirmedCases` is highly correlated with `ConfirmedDeaths`	High correlation
`StringencyIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`StringencyIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`StringencyLegacyIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`StringencyLegacyIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`GovernmentResponseIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`GovernmentResponseIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`ContainmentHealthIndex` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`ContainmentHealthIndexForDisplay` is highly correlated with `C1_School closing` and 8 other fields	High correlation
`EconomicSupportIndex` is highly correlated with `E2_Debt/contract relief` and 1 other fields	High correlation
`E2_Debt/contract relief` is highly correlated with `EconomicSupportIndex` and 1 other fields	High correlation
`EconomicSupportIndexForDisplay` is highly correlated with `E2_Debt/contract relief` and 1 other fields	High correlation
`C1_School closing` has 895 (3.7%) missing values	Missing
`C1_Flag` has 13211 (54.0%) missing values	Missing
`C2_Workplace closing` has 1055 (4.3%) missing values	Missing
`C2_Flag` has 14838 (60.7%) missing values	Missing
`C3_Cancel public events` has 1031 (4.2%) missing values	Missing
`C3_Flag` has 13115 (53.6%) missing values	Missing
`C4_Restrictions on gatherings` has 1022 (4.2%) missing values	Missing
`C4_Flag` has 14557 (59.5%) missing values	Missing
`C5_Close public transport` has 1004 (4.1%) missing values	Missing
`C5_Flag` has 17221 (70.4%) missing values	Missing
`C6_Stay at home requirements` has 1024 (4.2%) missing values	Missing
`C6_Flag` has 15710 (64.2%) missing values	Missing
`C7_Restrictions on internal movement` has 1049 (4.3%) missing values	Missing
`C7_Flag` has 15254 (62.4%) missing values	Missing
`C8_International travel controls` has 999 (4.1%) missing values	Missing
`E1_Income support` has 1100 (4.5%) missing values	Missing
`E1_Flag` has 18902 (77.3%) missing values	Missing
`E2_Debt/contract relief` has 1072 (4.4%) missing values	Missing
`E3_Fiscal measures` has 1261 (5.2%) missing values	Missing
`E4_International support` has 1398 (5.7%) missing values	Missing
`H1_Public information campaigns` has 1064 (4.4%) missing values	Missing
`H1_Flag` has 8918 (36.5%) missing values	Missing
`H2_Testing policy` has 1199 (4.9%) missing values	Missing
`H3_Contact tracing` has 1167 (4.8%) missing values	Missing
`H4_Emergency investment in healthcare` has 1541 (6.3%) missing values	Missing
`H5_Investment in vaccines` has 1360 (5.6%) missing values	Missing
`M1_Wildcard` has 24457 (100.0%) missing values	Missing
`ConfirmedCases` has 8165 (33.4%) missing values	Missing
`ConfirmedDeaths` has 8165 (33.4%) missing values	Missing
`StringencyIndex` has 1108 (4.5%) missing values	Missing
`StringencyIndexForDisplay` has 354 (1.4%) missing values	Missing
`StringencyLegacyIndex` has 1096 (4.5%) missing values	Missing
`StringencyLegacyIndexForDisplay` has 342 (1.4%) missing values	Missing
`GovernmentResponseIndex` has 1205 (4.9%) missing values	Missing
`GovernmentResponseIndexForDisplay` has 450 (1.8%) missing values	Missing
`ContainmentHealthIndex` has 1191 (4.9%) missing values	Missing
`ContainmentHealthIndexForDisplay` has 437 (1.8%) missing values	Missing
`EconomicSupportIndex` has 1134 (4.6%) missing values	Missing
`EconomicSupportIndexForDisplay` has 384 (1.6%) missing values	Missing
`E3_Fiscal measures` is highly skewed (γ1 = 76.47738144)	Skewed
`E4_International support` is highly skewed (γ1 = 151.8505199)	Skewed
`H4_Emergency investment in healthcare` is highly skewed (γ1 = 111.3212013)	Skewed
`H5_Investment in vaccines` is highly skewed (γ1 = 69.63671529)	Skewed
`CountryName` is uniformly distributed	Uniform
`CountryCode` is uniformly distributed	Uniform
`M1_Wildcard` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`C4_Restrictions on gatherings` has 13535 (55.3%) zeros	Zeros
`C8_International travel controls` has 8937 (36.5%) zeros	Zeros
`E3_Fiscal measures` has 22789 (93.2%) zeros	Zeros
`E4_International support` has 23008 (94.1%) zeros	Zeros
`H4_Emergency investment in healthcare` has 22556 (92.2%) zeros	Zeros
`H5_Investment in vaccines` has 22994 (94.0%) zeros	Zeros
`ConfirmedCases` has 2772 (11.3%) zeros	Zeros
`ConfirmedDeaths` has 6544 (26.8%) zeros	Zeros
`StringencyIndex` has 6784 (27.7%) zeros	Zeros
`StringencyIndexForDisplay` has 6784 (27.7%) zeros	Zeros
`StringencyLegacyIndex` has 6784 (27.7%) zeros	Zeros
`StringencyLegacyIndexForDisplay` has 6784 (27.7%) zeros	Zeros
`GovernmentResponseIndex` has 6150 (25.1%) zeros	Zeros
`GovernmentResponseIndexForDisplay` has 6150 (25.1%) zeros	Zeros
`ContainmentHealthIndex` has 6191 (25.3%) zeros	Zeros
`ContainmentHealthIndexForDisplay` has 6191 (25.3%) zeros	Zeros
`EconomicSupportIndex` has 16069 (65.7%) zeros	Zeros
`EconomicSupportIndexForDisplay` has 16247 (66.4%) zeros	Zeros

CountryName
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	168
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	191.2 KiB

Iraq	146
Taiwan	146
Lesotho	146
Finland	146
Central African Republic	146
Other values (163)	23727

Value	Count	Frequency (%)
Iraq	146	0.6%
Taiwan	146	0.6%
Lesotho	146	0.6%
Finland	146	0.6%
Central African Republic	146	0.6%
Iran	146	0.6%
Zimbabwe	146	0.6%
Ecuador	146	0.6%
South Africa	146	0.6%
Burkina Faso	146	0.6%
Jamaica	146	0.6%
Indonesia	146	0.6%
Austria	146	0.6%
Afghanistan	146	0.6%
Croatia	146	0.6%
Algeria	146	0.6%
Philippines	146	0.6%
Vietnam	146	0.6%
El Salvador	146	0.6%
Kenya	146	0.6%
Somalia	146	0.6%
Germany	146	0.6%
Congo	146	0.6%
Bahrain	146	0.6%
Kuwait	146	0.6%
Other values (143)	20807	85.1%

Length

Max length	28
Median length	7
Mean length	8.148832645
Min length	4

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	29921	15.0%
i	16724	8.4%
n	15602	7.8%
e	14010	7.0%
r	11468	5.8%
o	11168	5.6%
u	8170	4.1%
l	7586	3.8%
t	6272	3.1%
d	5983	3.0%
s	5389	2.7%
	5106	2.6%
m	4457	2.2%
g	4378	2.2%
b	4234	2.1%
c	3942	2.0%
S	3501	1.8%
h	2920	1.5%
y	2628	1.3%
B	2482	1.2%
p	2482	1.2%
C	2336	1.2%
A	2044	1.0%
M	2044	1.0%
z	1752	0.9%
Other values (27)	22697	11.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	164919	82.8%
Uppercase Letter	29125	14.6%
Space Separator	5106	2.6%
Other Punctuation	146	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	3501	12.0%
B	2482	8.5%
C	2336	8.0%
A	2044	7.0%
M	2044	7.0%
R	1606	5.5%
G	1606	5.5%
P	1460	5.0%
I	1457	5.0%
L	1314	4.5%
N	1314	4.5%
T	1248	4.3%
K	1166	4.0%
U	1022	3.5%
E	1022	3.5%
D	730	2.5%
H	583	2.0%
F	438	1.5%
V	438	1.5%
J	438	1.5%
Z	438	1.5%
O	146	0.5%
Q	146	0.5%
Y	146	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	29921	18.1%
i	16724	10.1%
n	15602	9.5%
e	14010	8.5%
r	11468	7.0%
o	11168	6.8%
u	8170	5.0%
l	7586	4.6%
t	6272	3.8%
d	5983	3.6%
s	5389	3.3%
m	4457	2.7%
g	4378	2.7%
b	4234	2.6%
c	3942	2.4%
h	2920	1.8%
y	2628	1.6%
p	2482	1.5%
z	1752	1.1%
w	1752	1.1%
k	1454	0.9%
v	1167	0.7%
f	584	0.4%
j	292	0.2%
q	292	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5106	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	146	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	194044	97.4%
Common	5252	2.6%

Most frequent Latin characters

Value	Count	Frequency (%)
a	29921	15.4%
i	16724	8.6%
n	15602	8.0%
e	14010	7.2%
r	11468	5.9%
o	11168	5.8%
u	8170	4.2%
l	7586	3.9%
t	6272	3.2%
d	5983	3.1%
s	5389	2.8%
m	4457	2.3%
g	4378	2.3%
b	4234	2.2%
c	3942	2.0%
S	3501	1.8%
h	2920	1.5%
y	2628	1.4%
B	2482	1.3%
p	2482	1.3%
C	2336	1.2%
A	2044	1.1%
M	2044	1.1%
z	1752	0.9%
w	1752	0.9%
Other values (25)	20799	10.7%

Most frequent Common characters

Value	Count	Frequency (%)
	5106	97.2%
'	146	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199296	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	29921	15.0%
i	16724	8.4%
n	15602	7.8%
e	14010	7.0%
r	11468	5.8%
o	11168	5.6%
u	8170	4.1%
l	7586	3.8%
t	6272	3.1%
d	5983	3.0%
s	5389	2.7%
	5106	2.6%
m	4457	2.2%
g	4378	2.2%
b	4234	2.1%
c	3942	2.0%
S	3501	1.8%
h	2920	1.5%
y	2628	1.3%
B	2482	1.2%
p	2482	1.2%
C	2336	1.2%
A	2044	1.0%
M	2044	1.0%
z	1752	0.9%
Other values (27)	22697	11.4%

CountryCode
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	168
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	191.2 KiB

AUT	146
ZAF	146
NAM	146
CAN	146
PRY	146
Other values (163)	23727

Value	Count	Frequency (%)
AUT	146	0.6%
ZAF	146	0.6%
NAM	146	0.6%
CAN	146	0.6%
PRY	146	0.6%
UGA	146	0.6%
BHR	146	0.6%
SSD	146	0.6%
MRT	146	0.6%
NPL	146	0.6%
TWN	146	0.6%
PRI	146	0.6%
OMN	146	0.6%
PER	146	0.6%
COL	146	0.6%
MOZ	146	0.6%
LSO	146	0.6%
AGO	146	0.6%
GEO	146	0.6%
DNK	146	0.6%
KAZ	146	0.6%
BFA	146	0.6%
ETH	146	0.6%
QAT	146	0.6%
JAM	146	0.6%
Other values (143)	20807	85.1%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
R	6131	8.4%
A	5840	8.0%
N	5110	7.0%
S	4608	6.3%
B	4523	6.2%
M	4374	6.0%
L	4025	5.5%
G	3649	5.0%
E	3504	4.8%
U	3358	4.6%
C	3066	4.2%
T	3000	4.1%
D	2774	3.8%
O	2628	3.6%
I	2628	3.6%
P	2336	3.2%
Z	2044	2.8%
H	1897	2.6%
K	1890	2.6%
Y	1460	2.0%
W	1314	1.8%
V	1168	1.6%
F	876	1.2%
J	584	0.8%
Q	292	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	73371	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
R	6131	8.4%
A	5840	8.0%
N	5110	7.0%
S	4608	6.3%
B	4523	6.2%
M	4374	6.0%
L	4025	5.5%
G	3649	5.0%
E	3504	4.8%
U	3358	4.6%
C	3066	4.2%
T	3000	4.1%
D	2774	3.8%
O	2628	3.6%
I	2628	3.6%
P	2336	3.2%
Z	2044	2.8%
H	1897	2.6%
K	1890	2.6%
Y	1460	2.0%
W	1314	1.8%
V	1168	1.6%
F	876	1.2%
J	584	0.8%
Q	292	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73371	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
R	6131	8.4%
A	5840	8.0%
N	5110	7.0%
S	4608	6.3%
B	4523	6.2%
M	4374	6.0%
L	4025	5.5%
G	3649	5.0%
E	3504	4.8%
U	3358	4.6%
C	3066	4.2%
T	3000	4.1%
D	2774	3.8%
O	2628	3.6%
I	2628	3.6%
P	2336	3.2%
Z	2044	2.8%
H	1897	2.6%
K	1890	2.6%
Y	1460	2.0%
W	1314	1.8%
V	1168	1.6%
F	876	1.2%
J	584	0.8%
Q	292	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
R	6131	8.4%
A	5840	8.0%
N	5110	7.0%
S	4608	6.3%
B	4523	6.2%
M	4374	6.0%
L	4025	5.5%
G	3649	5.0%
E	3504	4.8%
U	3358	4.6%
C	3066	4.2%
T	3000	4.1%
D	2774	3.8%
O	2628	3.6%
I	2628	3.6%
P	2336	3.2%
Z	2044	2.8%
H	1897	2.6%
K	1890	2.6%
Y	1460	2.0%
W	1314	1.8%
V	1168	1.6%
F	876	1.2%
J	584	0.8%
Q	292	0.4%

Date
Real number (ℝ_≥0)

Distinct count	146
Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20200307.751073312
Minimum	20200101
Maximum	20200525
Zeros	0
Zeros (%)	0.0%
Memory size	191.2 KiB

Quantile statistics

Minimum	20200101
5-th percentile	20200108
Q1	20200206
median	20200314
Q3	20200419
95-th percentile	20200518
Maximum	20200525
Range	424
Interquartile range (IQR)	213

Descriptive statistics

Standard deviation	138.6020523
Coefficient of variation (CV)	6.861383201e-06
Kurtosis	-1.261885204
Mean	20200307.75
Median Absolute Deviation (MAD)	107
Skewness	0.02972903922
Sum	4.940389267e+11
Variance	19210.52889

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20200103	168	0.7%
20200430	168	0.7%
20200516	168	0.7%
20200415	168	0.7%
20200511	168	0.7%
20200110	168	0.7%
20200420	168	0.7%
20200404	168	0.7%
20200324	168	0.7%
20200414	168	0.7%
20200510	168	0.7%
20200325	168	0.7%
20200109	168	0.7%
20200116	168	0.7%
20200517	168	0.7%
20200501	168	0.7%
20200421	168	0.7%
20200413	168	0.7%
20200429	168	0.7%
20200509	168	0.7%
20200115	168	0.7%
20200504	168	0.7%
20200111	168	0.7%
20200512	168	0.7%
20200322	168	0.7%
Other values (121)	20257	82.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20200101	168	0.7%
20200102	168	0.7%
20200103	168	0.7%
20200104	168	0.7%
20200105	168	0.7%
20200106	168	0.7%
20200107	168	0.7%
20200108	168	0.7%
20200109	168	0.7%
20200110	168	0.7%

Value	Count	Frequency (%)
20200525	164	0.7%
20200524	166	0.7%
20200523	166	0.7%
20200522	167	0.7%
20200521	167	0.7%
20200520	167	0.7%
20200519	168	0.7%
20200518	168	0.7%
20200517	168	0.7%
20200516	168	0.7%

C1_School closing
Categorical

HIGH CORRELATION
MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	895
Missing (%)	3.7%
Memory size	191.2 KiB

0	12316
3	10416
2	700
1	130

Value	Count	Frequency (%)
0	12316	50.4%
3	10416	42.6%
2	700	2.9%
1	130	0.5%
(Missing)	895	3.7%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	35878	48.9%
.	23562	32.1%
3	10416	14.2%
n	1790	2.4%
a	895	1.2%
2	700	1.0%
1	130	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	47124	64.2%
Other Punctuation	23562	32.1%
Lowercase Letter	2685	3.7%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	35878	76.1%
3	10416	22.1%
2	700	1.5%
1	130	0.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23562	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1790	66.7%
a	895	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70686	96.3%
Latin	2685	3.7%

Most frequent Common characters

Value	Count	Frequency (%)
0	35878	50.8%
.	23562	33.3%
3	10416	14.7%
2	700	1.0%
1	130	0.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1790	66.7%
a	895	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	35878	48.9%
.	23562	32.1%
3	10416	14.2%
n	1790	2.4%
a	895	1.2%
2	700	1.0%
1	130	0.2%

C1_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	13211
Missing (%)	54.0%
Memory size	191.2 KiB

1	10340
0	906
(Missing)	13211

Frequency Table

Value	Count	Frequency (%)
1	10340	42.3%
0	906	3.7%
(Missing)	13211	54.0%

C2_Workplace closing
Categorical

MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	1055
Missing (%)	4.3%
Memory size	191.2 KiB

0	13783
3	4439
2	4034
1	1146

Value	Count	Frequency (%)
0	13783	56.4%
3	4439	18.2%
2	4034	16.5%
1	1146	4.7%
(Missing)	1055	4.3%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	37185	50.7%
.	23402	31.9%
3	4439	6.1%
2	4034	5.5%
n	2110	2.9%
1	1146	1.6%
a	1055	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46804	63.8%
Other Punctuation	23402	31.9%
Lowercase Letter	3165	4.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	37185	79.4%
3	4439	9.5%
2	4034	8.6%
1	1146	2.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23402	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2110	66.7%
a	1055	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70206	95.7%
Latin	3165	4.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	37185	53.0%
.	23402	33.3%
3	4439	6.3%
2	4034	5.7%
1	1146	1.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2110	66.7%
a	1055	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	37185	50.7%
.	23402	31.9%
3	4439	6.1%
2	4034	5.5%
n	2110	2.9%
1	1146	1.6%
a	1055	1.4%

C2_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	14838
Missing (%)	60.7%
Memory size	191.2 KiB

1	7962
0	1657
(Missing)	14838

Frequency Table

Value	Count	Frequency (%)
1	7962	32.6%
0	1657	6.8%
(Missing)	14838	60.7%

C3_Cancel public events
Categorical

HIGH CORRELATION
MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1031
Missing (%)	4.2%
Memory size	191.2 KiB

0	12084
2	10620
1	722

Value	Count	Frequency (%)
0	12084	49.4%
2	10620	43.4%
1	722	3.0%
(Missing)	1031	4.2%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	35510	48.4%
.	23426	31.9%
2	10620	14.5%
n	2062	2.8%
a	1031	1.4%
1	722	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46852	63.9%
Other Punctuation	23426	31.9%
Lowercase Letter	3093	4.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	35510	75.8%
2	10620	22.7%
1	722	1.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23426	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2062	66.7%
a	1031	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70278	95.8%
Latin	3093	4.2%

Most frequent Common characters

Value	Count	Frequency (%)
0	35510	50.5%
.	23426	33.3%
2	10620	15.1%
1	722	1.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2062	66.7%
a	1031	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	35510	48.4%
.	23426	31.9%
2	10620	14.5%
n	2062	2.8%
a	1031	1.4%
1	722	1.0%

C3_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	13115
Missing (%)	53.6%
Memory size	191.2 KiB

1	10331
0	1011
(Missing)	13115

Frequency Table

Value	Count	Frequency (%)
1	10331	42.2%
0	1011	4.1%
(Missing)	13115	53.6%

C4_Restrictions on gatherings
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	1022
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%

Mean	1.4598677192233838
Minimum	0.0
Maximum	4.0
Zeros	13535
Zeros (%)	55.3%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.778113715
Coefficient of variation (CV)	1.217996461
Kurtosis	-1.625424654
Mean	1.459867719
Median Absolute Deviation (MAD)	0
Skewness	0.4928355346
Sum	34212
Variance	3.161688384

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	13535	55.3%
4	5840	23.9%
3	3080	12.6%
2	632	2.6%
1	348	1.4%
(Missing)	1022	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13535	55.3%
1	348	1.4%
2	632	2.6%
3	3080	12.6%
4	5840	23.9%

Value	Count	Frequency (%)
4	5840	23.9%
3	3080	12.6%
2	632	2.6%
1	348	1.4%
0	13535	55.3%

C4_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	14557
Missing (%)	59.5%
Memory size	191.2 KiB

1	8946
0	954
(Missing)	14557

Frequency Table

Value	Count	Frequency (%)
1	8946	36.6%
0	954	3.9%
(Missing)	14557	59.5%

C5_Close public transport
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1004
Missing (%)	4.1%
Memory size	191.2 KiB

0	16217
2	3877
1	3359

Value	Count	Frequency (%)
0	16217	66.3%
2	3877	15.9%
1	3359	13.7%
(Missing)	1004	4.1%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	39670	54.1%
.	23453	32.0%
2	3877	5.3%
1	3359	4.6%
n	2008	2.7%
a	1004	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46906	63.9%
Other Punctuation	23453	32.0%
Lowercase Letter	3012	4.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	39670	84.6%
2	3877	8.3%
1	3359	7.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23453	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2008	66.7%
a	1004	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70359	95.9%
Latin	3012	4.1%

Most frequent Common characters

Value	Count	Frequency (%)
0	39670	56.4%
.	23453	33.3%
2	3877	5.5%
1	3359	4.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2008	66.7%
a	1004	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	39670	54.1%
.	23453	32.0%
2	3877	5.3%
1	3359	4.6%
n	2008	2.7%
a	1004	1.4%

C5_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	17221
Missing (%)	70.4%
Memory size	191.2 KiB

1	5530
0	1706
(Missing)	17221

Frequency Table

Value	Count	Frequency (%)
1	5530	22.6%
0	1706	7.0%
(Missing)	17221	70.4%

C6_Stay at home requirements
Categorical

MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	1024
Missing (%)	4.2%
Memory size	191.2 KiB

0	14686
2	4730
1	2515
3	1502

Value	Count	Frequency (%)
0	14686	60.0%
2	4730	19.3%
1	2515	10.3%
3	1502	6.1%
(Missing)	1024	4.2%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	38119	52.0%
.	23433	31.9%
2	4730	6.4%
1	2515	3.4%
n	2048	2.8%
3	1502	2.0%
a	1024	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46866	63.9%
Other Punctuation	23433	31.9%
Lowercase Letter	3072	4.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	38119	81.3%
2	4730	10.1%
1	2515	5.4%
3	1502	3.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23433	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2048	66.7%
a	1024	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70299	95.8%
Latin	3072	4.2%

Most frequent Common characters

Value	Count	Frequency (%)
0	38119	54.2%
.	23433	33.3%
2	4730	6.7%
1	2515	3.6%
3	1502	2.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2048	66.7%
a	1024	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	38119	52.0%
.	23433	31.9%
2	4730	6.4%
1	2515	3.4%
n	2048	2.8%
3	1502	2.0%
a	1024	1.4%

C6_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	15710
Missing (%)	64.2%
Memory size	191.2 KiB

1	6980
0	1767
(Missing)	15710

Frequency Table

Value	Count	Frequency (%)
1	6980	28.5%
0	1767	7.2%
(Missing)	15710	64.2%

C7_Restrictions on internal movement
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1049
Missing (%)	4.3%
Memory size	191.2 KiB

0	14205
2	7377
1	1826

Value	Count	Frequency (%)
0	14205	58.1%
2	7377	30.2%
1	1826	7.5%
(Missing)	1049	4.3%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	37613	51.3%
.	23408	31.9%
2	7377	10.1%
n	2098	2.9%
1	1826	2.5%
a	1049	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46816	63.8%
Other Punctuation	23408	31.9%
Lowercase Letter	3147	4.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	37613	80.3%
2	7377	15.8%
1	1826	3.9%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23408	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2098	66.7%
a	1049	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70224	95.7%
Latin	3147	4.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	37613	53.6%
.	23408	33.3%
2	7377	10.5%
1	1826	2.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2098	66.7%
a	1049	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	37613	51.3%
.	23408	31.9%
2	7377	10.1%
n	2098	2.9%
1	1826	2.5%
a	1049	1.4%

C7_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	15254
Missing (%)	62.4%
Memory size	191.2 KiB

1	6542
0	2661
(Missing)	15254

Frequency Table

Value	Count	Frequency (%)
1	6542	26.7%
0	2661	10.9%
(Missing)	15254	62.4%

C8_International travel controls
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	999
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.9534913462358257
Minimum	0.0
Maximum	4.0
Zeros	8937
Zeros (%)	36.5%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.724938504
Coefficient of variation (CV)	0.8830028899
Kurtosis	-1.748133419
Mean	1.953491346
Median Absolute Deviation (MAD)	2
Skewness	-0.02334703773
Sum	45825
Variance	2.975412843

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	8937	36.5%
4	7027	28.7%
3	4359	17.8%
1	1630	6.7%
2	1505	6.2%
(Missing)	999	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8937	36.5%
1	1630	6.7%
2	1505	6.2%
3	4359	17.8%
4	7027	28.7%

Value	Count	Frequency (%)
4	7027	28.7%
3	4359	17.8%
2	1505	6.2%
1	1630	6.7%
0	8937	36.5%

E1_Income support
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1100
Missing (%)	4.5%
Memory size	191.2 KiB

0	17802
1	3501
2	2054

Value	Count	Frequency (%)
0	17802	72.8%
1	3501	14.3%
2	2054	8.4%
(Missing)	1100	4.5%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	41159	56.1%
.	23357	31.8%
1	3501	4.8%
n	2200	3.0%
2	2054	2.8%
a	1100	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46714	63.7%
Other Punctuation	23357	31.8%
Lowercase Letter	3300	4.5%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	41159	88.1%
1	3501	7.5%
2	2054	4.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23357	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2200	66.7%
a	1100	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70071	95.5%
Latin	3300	4.5%

Most frequent Common characters

Value	Count	Frequency (%)
0	41159	58.7%
.	23357	33.3%
1	3501	5.0%
2	2054	2.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2200	66.7%
a	1100	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	41159	56.1%
.	23357	31.8%
1	3501	4.8%
n	2200	3.0%
2	2054	2.8%
a	1100	1.5%

E1_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	18902
Missing (%)	77.3%
Memory size	191.2 KiB

1	3051
0	2504
(Missing)	18902

Frequency Table

Value	Count	Frequency (%)
1	3051	12.5%
0	2504	10.2%
(Missing)	18902	77.3%

E2_Debt/contract relief
Categorical

HIGH CORRELATION
MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1072
Missing (%)	4.4%
Memory size	191.2 KiB

0	17186
2	3631
1	2568

Value	Count	Frequency (%)
0	17186	70.3%
2	3631	14.8%
1	2568	10.5%
(Missing)	1072	4.4%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	40571	55.3%
.	23385	31.9%
2	3631	4.9%
1	2568	3.5%
n	2144	2.9%
a	1072	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46770	63.7%
Other Punctuation	23385	31.9%
Lowercase Letter	3216	4.4%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	40571	86.7%
2	3631	7.8%
1	2568	5.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23385	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2144	66.7%
a	1072	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70155	95.6%
Latin	3216	4.4%

Most frequent Common characters

Value	Count	Frequency (%)
0	40571	57.8%
.	23385	33.3%
2	3631	5.2%
1	2568	3.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2144	66.7%
a	1072	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	40571	55.3%
.	23385	31.9%
2	3631	4.9%
1	2568	3.5%
n	2144	2.9%
a	1072	1.5%

E3_Fiscal measures
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	346
Unique (%)	1.5%
Missing	1261
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%

Mean	425007658.71448916
Minimum	0.0
Maximum	1957600000000.0
Zeros	22789
Zeros (%)	93.2%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.9576e+12
Range	1.9576e+12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.829230912e+10
Coefficient of variation (CV)	43.03995175
Kurtosis	6942.779269
Mean	425007658.7
Median Absolute Deviation (MAD)	0
Skewness	76.47738144
Sum	9.858477652e+12
Variance	3.346085731e+20

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	22789	93.2%
10.75	22	0.1%
435	16	0.1%
3	12	< 0.1%
23	5	< 0.1%
1e+10	3	< 0.1%
1600000000	3	< 0.1%
3e+10	2	< 0.1%
9000000	2	< 0.1%
2600000000	2	< 0.1%
7630000000	2	< 0.1%
500000000	2	< 0.1%
11000000	2	< 0.1%
2	2	< 0.1%
16000000	1	< 0.1%
513366	1	< 0.1%
3.222331856e+10	1	< 0.1%
178860000	1	< 0.1%
320548628.6	1	< 0.1%
4.206622671e+10	1	< 0.1%
170534452	1	< 0.1%
274000000	1	< 0.1%
145414500	1	< 0.1%
162460147	1	< 0.1%
497023	1	< 0.1%
Other values (321)	321	1.3%
(Missing)	1261	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22789	93.2%
0.19	1	< 0.1%
0.75	1	< 0.1%
1	1	< 0.1%
2	2	< 0.1%
3	12	< 0.1%
4	1	< 0.1%
10.75	22	0.1%
23	5	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
1.9576e+12	1	< 0.1%
1.192572826e+12	1	< 0.1%
9.90863e+11	1	< 0.1%
7.092759225e+11	1	< 0.1%
4.526563438e+11	1	< 0.1%
4.204525711e+11	1	< 0.1%
3.84e+11	1	< 0.1%
3.52e+11	1	< 0.1%
2.664708984e+11	1	< 0.1%
2.4244e+11	1	< 0.1%

E4_International support
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	46
Unique (%)	0.2%
Missing	1398
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%

Mean	36427276.988064535
Minimum	0.0
Maximum	834353051822.0
Zeros	23008
Zeros (%)	94.1%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8.343530518e+11
Range	8.343530518e+11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5494533371
Coefficient of variation (CV)	150.8356876
Kurtosis	23058.72
Mean	36427276.99
Median Absolute Deviation (MAD)	0
Skewness	151.8505199
Sum	8.399765801e+11
Variance	3.018989696e+19

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	23008	94.1%
5000000	3	< 0.1%
20000000	3	< 0.1%
30000000	2	< 0.1%
1000000	2	< 0.1%
3	1	< 0.1%
274000000	1	< 0.1%
258176	1	< 0.1%
410000000	1	< 0.1%
1012736.86	1	< 0.1%
1600000	1	< 0.1%
1300000000	1	< 0.1%
2800000	1	< 0.1%
861786	1	< 0.1%
270000000	1	< 0.1%
525000000	1	< 0.1%
53000000	1	< 0.1%
163749932.5	1	< 0.1%
50	1	< 0.1%
100000000	1	< 0.1%
111000	1	< 0.1%
18000000	1	< 0.1%
10000000	1	< 0.1%
40000000	1	< 0.1%
800000	1	< 0.1%
Other values (21)	21	0.1%
(Missing)	1398	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23008	94.1%
3	1	< 0.1%
29	1	< 0.1%
50	1	< 0.1%
150	1	< 0.1%
111000	1	< 0.1%
220000	1	< 0.1%
220507	1	< 0.1%
258176	1	< 0.1%
424000	1	< 0.1%

Value	Count	Frequency (%)
8.343530518e+11	1	< 0.1%
1311754455	1	< 0.1%
1300000000	1	< 0.1%
525000000	1	< 0.1%
410000000	1	< 0.1%
281340028	1	< 0.1%
274000000	1	< 0.1%
270000000	1	< 0.1%
225000000	1	< 0.1%
183360000	1	< 0.1%

H1_Public information campaigns
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1064
Missing (%)	4.4%
Memory size	191.2 KiB

2	13563
0	7854
1	1976

Value	Count	Frequency (%)
2	13563	55.5%
0	7854	32.1%
1	1976	8.1%
(Missing)	1064	4.4%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	31247	42.6%
.	23393	31.9%
2	13563	18.5%
n	2128	2.9%
1	1976	2.7%
a	1064	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46786	63.8%
Other Punctuation	23393	31.9%
Lowercase Letter	3192	4.4%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	31247	66.8%
2	13563	29.0%
1	1976	4.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23393	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2128	66.7%
a	1064	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	70179	95.6%
Latin	3192	4.4%

Most frequent Common characters

Value	Count	Frequency (%)
0	31247	44.5%
.	23393	33.3%
2	13563	19.3%
1	1976	2.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2128	66.7%
a	1064	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	31247	42.6%
.	23393	31.9%
2	13563	18.5%
n	2128	2.9%
1	1976	2.7%
a	1064	1.5%

H1_Flag
Boolean

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	8918
Missing (%)	36.5%
Memory size	191.2 KiB

1	15278
0	261
(Missing)	8918

Frequency Table

Value	Count	Frequency (%)
1	15278	62.5%
0	261	1.1%
(Missing)	8918	36.5%

H2_Testing policy
Categorical

MISSING

Distinct count	4
Unique (%)	< 0.1%
Missing	1199
Missing (%)	4.9%
Memory size	191.2 KiB

0	10037
1	7970
2	3872
3	1379

Value	Count	Frequency (%)
0	10037	41.0%
1	7970	32.6%
2	3872	15.8%
3	1379	5.6%
(Missing)	1199	4.9%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	33295	45.4%
.	23258	31.7%
1	7970	10.9%
2	3872	5.3%
n	2398	3.3%
3	1379	1.9%
a	1199	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46516	63.4%
Other Punctuation	23258	31.7%
Lowercase Letter	3597	4.9%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	33295	71.6%
1	7970	17.1%
2	3872	8.3%
3	1379	3.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23258	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2398	66.7%
a	1199	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	69774	95.1%
Latin	3597	4.9%

Most frequent Common characters

Value	Count	Frequency (%)
0	33295	47.7%
.	23258	33.3%
1	7970	11.4%
2	3872	5.5%
3	1379	2.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2398	66.7%
a	1199	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	33295	45.4%
.	23258	31.7%
1	7970	10.9%
2	3872	5.3%
n	2398	3.3%
3	1379	1.9%
a	1199	1.6%

H3_Contact tracing
Categorical

MISSING

Distinct count	3
Unique (%)	< 0.1%
Missing	1167
Missing (%)	4.8%
Memory size	191.2 KiB

0	11718
2	6347
1	5225

Value	Count	Frequency (%)
0	11718	47.9%
2	6347	26.0%
1	5225	21.4%
(Missing)	1167	4.8%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	35008	47.7%
.	23290	31.7%
2	6347	8.7%
1	5225	7.1%
n	2334	3.2%
a	1167	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46580	63.5%
Other Punctuation	23290	31.7%
Lowercase Letter	3501	4.8%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	35008	75.2%
2	6347	13.6%
1	5225	11.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	23290	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2334	66.7%
a	1167	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	69870	95.2%
Latin	3501	4.8%

Most frequent Common characters

Value	Count	Frequency (%)
0	35008	50.1%
.	23290	33.3%
2	6347	9.1%
1	5225	7.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	2334	66.7%
a	1167	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73371	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	35008	47.7%
.	23290	31.7%
2	6347	8.7%
1	5225	7.1%
n	2334	3.2%
a	1167	1.6%

H4_Emergency investment in healthcare
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	222
Unique (%)	1.0%
Missing	1541
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%

Mean	27661376.259320125
Minimum	0.0
Maximum	242400000000.0
Zeros	22556
Zeros (%)	92.2%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2.424e+11
Range	2.424e+11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1832100890
Coefficient of variation (CV)	66.23317918
Kurtosis	13857.48591
Mean	27661376.26
Median Absolute Deviation (MAD)	0
Skewness	111.3212013
Sum	6.338880984e+11
Variance	3.356593672e+18

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	22556	92.2%
35	39	0.2%
1600000000	32	0.1%
562	20	0.1%
37800000	20	0.1%
20.7	10	< 0.1%
37840000	5	< 0.1%
100000000	5	< 0.1%
1000000	3	< 0.1%
1	3	< 0.1%
25000000	3	< 0.1%
500000	2	< 0.1%
1951	2	< 0.1%
31000000	2	< 0.1%
6000000	2	< 0.1%
4400000	2	< 0.1%
1500000	2	< 0.1%
2000000	2	< 0.1%
5000000	2	< 0.1%
200000000	2	< 0.1%
9.8	1	< 0.1%
34231980	1	< 0.1%
1500000000	1	< 0.1%
783527000	1	< 0.1%
7340000000	1	< 0.1%
Other values (197)	197	0.8%
(Missing)	1541	6.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22556	92.2%
0.03	1	< 0.1%
1	3	< 0.1%
7.6	1	< 0.1%
8	1	< 0.1%
9.8	1	< 0.1%
20.7	10	< 0.1%
35	39	0.2%
50	1	< 0.1%
562	20	0.1%

Value	Count	Frequency (%)
2.424e+11	1	< 0.1%
1e+11	1	< 0.1%
6.29977238e+10	1	< 0.1%
5.7458e+10	1	< 0.1%
1.6801e+10	1	< 0.1%
1.419e+10	1	< 0.1%
7340000000	1	< 0.1%
6793500000	1	< 0.1%
6700000000	1	< 0.1%
6444663713	1	< 0.1%

H5_Investment in vaccines
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct count	42
Unique (%)	0.2%
Missing	1360
Missing (%)	5.6%
Infinite	0
Infinite (%)	0.0%

Mean	273179.46046239766
Minimum	0.0
Maximum	1390000000.0
Zeros	22994
Zeros (%)	94.0%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1390000000
Range	1390000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13955010.82
Coefficient of variation (CV)	51.08367516
Kurtosis	5636.463336
Mean	273179.4605
Median Absolute Deviation (MAD)	0
Skewness	69.63671529
Sum	6309625998
Variance	1.947423269e+14

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	22994	94.0%
1	43	0.2%
191	21	0.1%
1.1	1	< 0.1%
286175609	1	< 0.1%
545000000	1	< 0.1%
544911500	1	< 0.1%
254591132.1	1	< 0.1%
3567205	1	< 0.1%
812000000	1	< 0.1%
586265166.6	1	< 0.1%
13205680	1	< 0.1%
15300000	1	< 0.1%
14250060	1	< 0.1%
14322225	1	< 0.1%
5543828	1	< 0.1%
246961	1	< 0.1%
26342520	1	< 0.1%
1067576.52	1	< 0.1%
10000000	1	< 0.1%
54880244	1	< 0.1%
3292815	1	< 0.1%
2989616.7	1	< 0.1%
1733514	1	< 0.1%
200000000	1	< 0.1%
Other values (17)	17	0.1%
(Missing)	1360	5.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22994	94.0%
1	43	0.2%
1.1	1	< 0.1%
191	21	0.1%
246961	1	< 0.1%
1067576.52	1	< 0.1%
1085695	1	< 0.1%
1733514	1	< 0.1%
2989616.7	1	< 0.1%
3242505	1	< 0.1%

Value	Count	Frequency (%)
1390000000	1	< 0.1%
826000000	1	< 0.1%
812000000	1	< 0.1%
586265166.6	1	< 0.1%
545000000	1	< 0.1%
544911500	1	< 0.1%
286175609	1	< 0.1%
254591132.1	1	< 0.1%
200000000	1	< 0.1%
190372000	1	< 0.1%

M1_Wildcard
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	24457
Missing (%)	100.0%
Memory size	191.2 KiB

ConfirmedCases
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	5096
Unique (%)	31.3%
Missing	8165
Missing (%)	33.4%
Infinite	0
Infinite (%)	0.0%

Mean	10785.42388902529
Minimum	0.0
Maximum	1643238.0
Zeros	2772
Zeros (%)	11.3%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	140
Q3	1745.25
95-th percentile	40521.5
Maximum	1643238
Range	1643238
Interquartile range (IQR)	1739.25

Descriptive statistics

Standard deviation	66985.10961
Coefficient of variation (CV)	6.210707182
Kurtosis	308.4889082
Mean	10785.42389
Median Absolute Deviation (MAD)	140
Skewness	15.93390243
Sum	175716126
Variance	4487004910

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	2772	11.3%
1	503	2.1%
2	242	1.0%
3	235	1.0%
10	203	0.8%
11	183	0.7%
7	161	0.7%
5	148	0.6%
8	135	0.6%
4	133	0.5%
16	132	0.5%
6	120	0.5%
19	120	0.5%
9	104	0.4%
18	90	0.4%
24	87	0.4%
45	85	0.3%
15	80	0.3%
12	77	0.3%
14	69	0.3%
25	69	0.3%
13	66	0.3%
712	49	0.2%
23	48	0.2%
22	48	0.2%
Other values (5071)	10333	42.2%
(Missing)	8165	33.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2772	11.3%
1	503	2.1%
2	242	1.0%
3	235	1.0%
4	133	0.5%
5	148	0.6%
6	120	0.5%
7	161	0.7%
8	135	0.6%
9	104	0.4%

Value	Count	Frequency (%)
1643238	1	< 0.1%
1622670	1	< 0.1%
1601434	1	< 0.1%
1577287	1	< 0.1%
1551853	1	< 0.1%
1528568	1	< 0.1%
1508598	1	< 0.1%
1486757	1	< 0.1%
1467884	1	< 0.1%
1443397	1	< 0.1%

ConfirmedDeaths
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	1704
Unique (%)	10.5%
Missing	8165
Missing (%)	33.4%
Infinite	0
Infinite (%)	0.0%

Mean	716.1842008347655
Minimum	0.0
Maximum	97720.0
Zeros	6544
Zeros (%)	26.8%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	41
95-th percentile	2087.8
Maximum	97720
Range	97720
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	4591.091997
Coefficient of variation (CV)	6.410490474
Kurtosis	185.906234
Mean	716.1842008
Median Absolute Deviation (MAD)	2
Skewness	12.04874139
Sum	11668073
Variance	21078125.72

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6544	26.8%
1	1041	4.3%
2	575	2.4%
3	447	1.8%
4	334	1.4%
7	317	1.3%
5	311	1.3%
10	262	1.1%
6	259	1.1%
8	233	1.0%
9	224	0.9%
12	118	0.5%
21	105	0.4%
14	87	0.4%
11	86	0.4%
17	82	0.3%
20	78	0.3%
15	71	0.3%
26	67	0.3%
31	65	0.3%
19	60	0.2%
18	59	0.2%
25	59	0.2%
13	58	0.2%
22	57	0.2%
Other values (1679)	4693	19.2%
(Missing)	8165	33.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6544	26.8%
1	1041	4.3%
2	575	2.4%
3	447	1.8%
4	334	1.4%
5	311	1.3%
6	259	1.1%
7	317	1.3%
8	233	1.0%
9	224	0.9%

Value	Count	Frequency (%)
97720	1	< 0.1%
97087	1	< 0.1%
96007	1	< 0.1%
94702	1	< 0.1%
93439	1	< 0.1%
91921	1	< 0.1%
90353	1	< 0.1%
89562	1	< 0.1%
88754	1	< 0.1%
87568	1	< 0.1%

StringencyIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	155
Unique (%)	0.7%
Missing	1108
Missing (%)	4.5%
Infinite	0
Infinite (%)	0.0%

Mean	38.26306351449741
Minimum	0.0
Maximum	100.0
Zeros	6784
Zeros (%)	27.7%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	22.22
Q3	77.31
95-th percentile	93.52
Maximum	100
Range	100
Interquartile range (IQR)	77.31

Descriptive statistics

Standard deviation	36.72153468
Coefficient of variation (CV)	0.9597123519
Kurtosis	-1.602132644
Mean	38.26306351
Median Absolute Deviation (MAD)	22.22
Skewness	0.3002492589
Sum	893404.27
Variance	1348.471109

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6784	27.7%
11.11	1123	4.6%
13.89	742	3.0%
5.56	730	3.0%
2.78	591	2.4%
19.44	587	2.4%
8.33	560	2.3%
82.41	437	1.8%
16.67	373	1.5%
90.74	365	1.5%
100	361	1.5%
96.3	350	1.4%
73.15	338	1.4%
85.19	336	1.4%
93.52	298	1.2%
78.7	289	1.2%
79.63	289	1.2%
94.44	278	1.1%
75.93	250	1.0%
81.48	248	1.0%
87.96	229	0.9%
52.78	229	0.9%
84.26	227	0.9%
80.56	223	0.9%
87.04	218	0.9%
Other values (130)	6894	28.2%
(Missing)	1108	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6784	27.7%
2.78	591	2.4%
5.56	730	3.0%
8.33	560	2.3%
9.26	5	< 0.1%
10.19	38	0.2%
11.11	1123	4.6%
12.04	15	0.1%
13.89	742	3.0%
14.81	10	< 0.1%

Value	Count	Frequency (%)
100	361	1.5%
98.15	25	0.1%
97.22	133	0.5%
96.3	350	1.4%
95.37	17	0.1%
94.44	278	1.1%
93.52	298	1.2%
92.59	147	0.6%
92.13	36	0.1%
91.67	95	0.4%

StringencyIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	155
Unique (%)	0.6%
Missing	354
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%

Mean	39.31965564452558
Minimum	0.0
Maximum	100.0
Zeros	6784
Zeros (%)	27.7%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	27.78
Q3	77.78
95-th percentile	94.44
Maximum	100
Range	100
Interquartile range (IQR)	77.78

Descriptive statistics

Standard deviation	36.7639887
Coefficient of variation (CV)	0.9350028146
Kurtosis	-1.628406054
Mean	39.31965564
Median Absolute Deviation (MAD)	27.78
Skewness	0.2463880288
Sum	947721.66
Variance	1351.590865

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6784	27.7%
11.11	1130	4.6%
13.89	743	3.0%
5.56	730	3.0%
2.78	591	2.4%
19.44	587	2.4%
8.33	560	2.3%
82.41	465	1.9%
90.74	383	1.6%
100	381	1.6%
96.3	373	1.5%
16.67	373	1.5%
85.19	365	1.5%
73.15	359	1.5%
79.63	319	1.3%
78.7	314	1.3%
93.52	309	1.3%
94.44	296	1.2%
75.93	264	1.1%
81.48	254	1.0%
84.26	248	1.0%
87.96	243	1.0%
87.04	235	1.0%
52.78	233	1.0%
80.56	228	0.9%
Other values (130)	7336	30.0%
(Missing)	354	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6784	27.7%
2.78	591	2.4%
5.56	730	3.0%
8.33	560	2.3%
9.26	5	< 0.1%
10.19	38	0.2%
11.11	1130	4.6%
12.04	15	0.1%
13.89	743	3.0%
14.81	10	< 0.1%

Value	Count	Frequency (%)
100	381	1.6%
98.15	30	0.1%
97.22	144	0.6%
96.3	373	1.5%
95.37	17	0.1%
94.44	296	1.2%
93.52	309	1.3%
92.59	154	0.6%
92.13	36	0.1%
91.67	95	0.4%

StringencyLegacyIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	232
Unique (%)	1.0%
Missing	1096
Missing (%)	4.5%
Infinite	0
Infinite (%)	0.0%

Mean	40.79624930439621
Minimum	0.0
Maximum	97.14
Zeros	6784
Zeros (%)	27.7%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	26.67
Q3	80.48
95-th percentile	94.29
Maximum	97.14
Range	97.14
Interquartile range (IQR)	80.48

Descriptive statistics

Standard deviation	37.52582915
Coefficient of variation (CV)	0.9198352739
Kurtosis	-1.673201849
Mean	40.7962493
Median Absolute Deviation (MAD)	26.67
Skewness	0.2023078894
Sum	953041.18
Variance	1408.187854

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6784	27.7%
97.14	996	4.1%
14.29	941	3.8%
88.81	716	2.9%
9.52	658	2.7%
85.24	618	2.5%
92.38	605	2.5%
22.86	556	2.3%
2.86	531	2.2%
93.57	508	2.1%
17.14	480	2.0%
94.29	337	1.4%
12.38	318	1.3%
80.48	300	1.2%
20	283	1.2%
84.05	279	1.1%
18.1	265	1.1%
79.29	233	1.0%
82.86	208	0.9%
76.43	208	0.9%
51.43	198	0.8%
75.71	197	0.8%
8.57	183	0.7%
90	182	0.7%
74.52	177	0.7%
Other values (207)	6600	27.0%
(Missing)	1096	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6784	27.7%
2.86	531	2.2%
4.76	60	0.2%
5.71	153	0.6%
8.57	183	0.7%
9.52	658	2.7%
10.48	1	< 0.1%
11.43	30	0.1%
12.38	318	1.3%
13.33	6	< 0.1%

Value	Count	Frequency (%)
97.14	996	4.1%
94.29	337	1.4%
93.57	508	2.1%
92.38	605	2.5%
91.43	20	0.1%
90.71	78	0.3%
90	182	0.7%
89.52	101	0.4%
88.81	716	2.9%
87.86	19	0.1%

StringencyLegacyIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	232
Unique (%)	1.0%
Missing	342
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%

Mean	41.8690068422144
Minimum	0.0
Maximum	97.14
Zeros	6784
Zeros (%)	27.7%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	33.57
Q3	80.48
95-th percentile	94.29
Maximum	97.14
Range	97.14
Interquartile range (IQR)	80.48

Descriptive statistics

Standard deviation	37.52979601
Coefficient of variation (CV)	0.8963622221
Kurtosis	-1.68966133
Mean	41.86900684
Median Absolute Deviation (MAD)	33.57
Skewness	0.1480735086
Sum	1009671.1
Variance	1408.485589

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6784	27.7%
97.14	1055	4.3%
14.29	948	3.9%
88.81	757	3.1%
9.52	658	2.7%
85.24	653	2.7%
92.38	622	2.5%
22.86	556	2.3%
93.57	547	2.2%
2.86	531	2.2%
17.14	480	2.0%
80.48	355	1.5%
94.29	345	1.4%
12.38	318	1.3%
84.05	306	1.3%
20	283	1.2%
18.1	266	1.1%
79.29	245	1.0%
76.43	231	0.9%
82.86	222	0.9%
51.43	205	0.8%
75.71	204	0.8%
74.52	197	0.8%
90	189	0.8%
8.57	183	0.7%
Other values (207)	6975	28.5%
(Missing)	342	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6784	27.7%
2.86	531	2.2%
4.76	60	0.2%
5.71	153	0.6%
8.57	183	0.7%
9.52	658	2.7%
10.48	1	< 0.1%
11.43	30	0.1%
12.38	318	1.3%
13.33	6	< 0.1%

Value	Count	Frequency (%)
97.14	1055	4.3%
94.29	345	1.4%
93.57	547	2.2%
92.38	622	2.5%
91.43	20	0.1%
90.71	92	0.4%
90	189	0.8%
89.52	101	0.4%
88.81	757	3.1%
87.86	26	0.1%

GovernmentResponseIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	211
Unique (%)	0.9%
Missing	1205
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%

Mean	34.326174522621706
Minimum	0.0
Maximum	96.15
Zeros	6150
Zeros (%)	25.1%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23.72
Q3	67.31
95-th percentile	83.33
Maximum	96.15
Range	96.15
Interquartile range (IQR)	67.31

Descriptive statistics

Standard deviation	32.18035927
Coefficient of variation (CV)	0.9374874923
Kurtosis	-1.583171392
Mean	34.32617452
Median Absolute Deviation (MAD)	23.72
Skewness	0.2787149627
Sum	798152.21
Variance	1035.575523

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6150	25.1%
3.85	681	2.8%
7.69	638	2.6%
9.62	439	1.8%
5.77	389	1.6%
1.92	383	1.6%
69.23	359	1.5%
68.59	306	1.3%
63.46	276	1.1%
17.95	275	1.1%
75.64	273	1.1%
71.15	265	1.1%
80.77	265	1.1%
66.03	251	1.0%
10.26	228	0.9%
2.56	227	0.9%
77.56	224	0.9%
23.72	224	0.9%
11.54	224	0.9%
14.1	224	0.9%
80.13	207	0.8%
70.51	192	0.8%
65.38	190	0.8%
76.92	186	0.8%
85.26	180	0.7%
Other values (186)	9996	40.9%
(Missing)	1205	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6150	25.1%
1.92	383	1.6%
2.56	227	0.9%
3.85	681	2.8%
4.49	25	0.1%
5.13	2	< 0.1%
5.77	389	1.6%
6.41	127	0.5%
7.69	638	2.6%
8.33	168	0.7%

Value	Count	Frequency (%)
96.15	41	0.2%
93.59	14	0.1%
92.95	25	0.1%
92.31	4	< 0.1%
91.03	60	0.2%
90.38	1	< 0.1%
89.74	28	0.1%
89.1	72	0.3%
88.46	105	0.4%
87.82	62	0.3%

GovernmentResponseIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	211
Unique (%)	0.9%
Missing	450
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	35.327828133461075
Minimum	0.0
Maximum	96.15
Zeros	6150
Zeros (%)	25.1%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	26.92
Q3	68.59
95-th percentile	83.33
Maximum	96.15
Range	96.15
Interquartile range (IQR)	68.59

Descriptive statistics

Standard deviation	32.27304922
Coefficient of variation (CV)	0.9135305205
Kurtosis	-1.609422169
Mean	35.32782813
Median Absolute Deviation (MAD)	26.92
Skewness	0.2234636134
Sum	848115.17
Variance	1041.549706

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6150	25.1%
3.85	681	2.8%
7.69	638	2.6%
9.62	439	1.8%
5.77	389	1.6%
1.92	383	1.6%
69.23	380	1.6%
68.59	324	1.3%
63.46	312	1.3%
75.64	293	1.2%
71.15	291	1.2%
80.77	289	1.2%
17.95	275	1.1%
66.03	262	1.1%
77.56	243	1.0%
10.26	235	1.0%
80.13	228	0.9%
2.56	227	0.9%
11.54	224	0.9%
23.72	224	0.9%
14.1	224	0.9%
76.92	204	0.8%
70.51	202	0.8%
65.38	199	0.8%
85.26	184	0.8%
Other values (186)	10507	43.0%
(Missing)	450	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6150	25.1%
1.92	383	1.6%
2.56	227	0.9%
3.85	681	2.8%
4.49	25	0.1%
5.13	2	< 0.1%
5.77	389	1.6%
6.41	127	0.5%
7.69	638	2.6%
8.33	168	0.7%

Value	Count	Frequency (%)
96.15	48	0.2%
93.59	14	0.1%
92.95	25	0.1%
92.31	11	< 0.1%
91.03	67	0.3%
90.38	1	< 0.1%
89.74	28	0.1%
89.1	79	0.3%
88.46	111	0.5%
87.82	63	0.3%

ContainmentHealthIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	185
Unique (%)	0.8%
Missing	1191
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%

Mean	37.455068340067044
Minimum	0.0
Maximum	100.0
Zeros	6191
Zeros (%)	25.3%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	28.03
Q3	72.73
95-th percentile	89.39
Maximum	100
Range	100
Interquartile range (IQR)	72.73

Descriptive statistics

Standard deviation	34.51601481
Coefficient of variation (CV)	0.9215312195
Kurtosis	-1.608883671
Mean	37.45506834
Median Absolute Deviation (MAD)	28.03
Skewness	0.2402384663
Sum	871429.62
Variance	1191.355278

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6191	25.3%
4.55	648	2.6%
9.09	635	2.6%
11.36	439	1.8%
75	393	1.6%
2.27	388	1.6%
6.82	384	1.6%
77.27	316	1.3%
81.82	312	1.3%
71.97	299	1.2%
80.3	288	1.2%
72.73	285	1.2%
79.55	278	1.1%
21.21	270	1.1%
84.85	269	1.1%
83.33	257	1.1%
81.06	246	1.0%
89.39	241	1.0%
3.03	235	1.0%
28.03	234	1.0%
16.67	230	0.9%
12.12	226	0.9%
13.64	224	0.9%
86.36	199	0.8%
93.94	189	0.8%
Other values (160)	9590	39.2%
(Missing)	1191	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6191	25.3%
2.27	388	1.6%
3.03	235	1.0%
4.55	648	2.6%
5.3	25	0.1%
6.06	2	< 0.1%
6.82	384	1.6%
7.58	122	0.5%
9.09	635	2.6%
9.85	169	0.7%

Value	Count	Frequency (%)
100	71	0.3%
96.97	72	0.3%
95.45	67	0.3%
94.7	44	0.2%
93.94	189	0.8%
92.42	51	0.2%
91.67	141	0.6%
91.29	10	< 0.1%
90.91	168	0.7%
90.15	116	0.5%

ContainmentHealthIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	185
Unique (%)	0.8%
Missing	437
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	38.47555995004163
Minimum	0.0
Maximum	100.0
Zeros	6191
Zeros (%)	25.3%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	31.06
Q3	73.48
95-th percentile	89.39
Maximum	100
Range	100
Interquartile range (IQR)	73.48

Descriptive statistics

Standard deviation	34.55855141
Coefficient of variation (CV)	0.898194892
Kurtosis	-1.630550978
Mean	38.47555995
Median Absolute Deviation (MAD)	31.06
Skewness	0.1858599811
Sum	924182.95
Variance	1194.293476

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6191	25.3%
4.55	648	2.6%
9.09	635	2.6%
11.36	439	1.8%
75	419	1.7%
2.27	388	1.6%
6.82	384	1.6%
77.27	343	1.4%
81.82	322	1.3%
71.97	319	1.3%
80.3	307	1.3%
72.73	306	1.3%
79.55	294	1.2%
21.21	270	1.1%
84.85	269	1.1%
89.39	267	1.1%
83.33	262	1.1%
81.06	260	1.1%
3.03	235	1.0%
28.03	234	1.0%
12.12	233	1.0%
16.67	230	0.9%
13.64	224	0.9%
86.36	223	0.9%
93.94	201	0.8%
Other values (160)	10117	41.4%
(Missing)	437	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6191	25.3%
2.27	388	1.6%
3.03	235	1.0%
4.55	648	2.6%
5.3	25	0.1%
6.06	2	< 0.1%
6.82	384	1.6%
7.58	122	0.5%
9.09	635	2.6%
9.85	169	0.7%

Value	Count	Frequency (%)
100	71	0.3%
96.97	73	0.3%
95.45	81	0.3%
94.7	44	0.2%
93.94	201	0.8%
92.42	51	0.2%
91.67	149	0.6%
91.29	10	< 0.1%
90.91	180	0.7%
90.15	123	0.5%

EconomicSupportIndex
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	9
Unique (%)	< 0.1%
Missing	1134
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%

Mean	17.252819105603912
Minimum	0.0
Maximum	100.0
Zeros	16069
Zeros (%)	65.7%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	25
95-th percentile	75
Maximum	100
Range	100
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	28.84547565
Coefficient of variation (CV)	1.67192825
Kurtosis	0.7021840189
Mean	17.25281911
Median Absolute Deviation (MAD)	0
Skewness	1.431907459
Sum	402387.5
Variance	832.0614657

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	16069	65.7%
50	1938	7.9%
25	1188	4.9%
75	1090	4.5%
62.5	921	3.8%
37.5	721	2.9%
87.5	586	2.4%
100	549	2.2%
12.5	261	1.1%
(Missing)	1134	4.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16069	65.7%
12.5	261	1.1%
25	1188	4.9%
37.5	721	2.9%
50	1938	7.9%
62.5	921	3.8%
75	1090	4.5%
87.5	586	2.4%
100	549	2.2%

Value	Count	Frequency (%)
100	549	2.2%
87.5	586	2.4%
75	1090	4.5%
62.5	921	3.8%
50	1938	7.9%
37.5	721	2.9%
25	1188	4.9%
12.5	261	1.1%
0	16069	65.7%

EconomicSupportIndexForDisplay
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count	9
Unique (%)	< 0.1%
Missing	384
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	18.12715490383417
Minimum	0.0
Maximum	100.0
Zeros	16247
Zeros (%)	66.4%
Memory size	191.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	37.5
95-th percentile	87.5
Maximum	100
Range	100
Interquartile range (IQR)	37.5

Descriptive statistics

Standard deviation	29.37885142
Coefficient of variation (CV)	1.620709459
Kurtosis	0.4808747621
Mean	18.1271549
Median Absolute Deviation (MAD)	0
Skewness	1.359125586
Sum	436375
Variance	863.1169109

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	16247	66.4%
50	2091	8.5%
25	1268	5.2%
75	1208	4.9%
62.5	978	4.0%
37.5	764	3.1%
87.5	638	2.6%
100	605	2.5%
12.5	274	1.1%
(Missing)	384	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16247	66.4%
12.5	274	1.1%
25	1268	5.2%
37.5	764	3.1%
50	2091	8.5%
62.5	978	4.0%
75	1208	4.9%
87.5	638	2.6%
100	605	2.5%

Value	Count	Frequency (%)
100	605	2.5%
87.5	638	2.6%
75	1208	4.9%
62.5	978	4.0%
50	2091	8.5%
37.5	764	3.1%
25	1268	5.2%
12.5	274	1.1%
0	16247	66.4%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	CountryName	CountryCode	Date	C1_Flag	C2_Flag	C3_Flag	C4_Flag	C5_Flag	C6_Flag	C7_Flag	E1_Flag	H1_Flag	M1_Wildcard	ConfirmedCases	ConfirmedDeaths
0	Aruba	ABW	20200101	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	Aruba	ABW	20200102	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	Aruba	ABW	20200103	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	Aruba	ABW	20200104	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	Aruba	ABW	20200105	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	Aruba	ABW	20200106	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	Aruba	ABW	20200107	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	Aruba	ABW	20200108	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	Aruba	ABW	20200109	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	Aruba	ABW	20200110	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Last rows

	CountryName	CountryCode	Date	C1_School closing	C1_Flag	C2_Workplace closing	C2_Flag	C3_Cancel public events	C3_Flag	C4_Restrictions on gatherings	C4_Flag	C5_Close public transport	C5_Flag	C6_Stay at home requirements	C6_Flag	C7_Restrictions on internal movement	C7_Flag	C8_International travel controls	E1_Income support	E1_Flag	E2_Debt/contract relief	E3_Fiscal measures	E4_International support	H1_Public information campaigns	H1_Flag	H2_Testing policy	H3_Contact tracing	H4_Emergency investment in healthcare	H5_Investment in vaccines	M1_Wildcard	ConfirmedCases	ConfirmedDeaths	StringencyIndex	StringencyIndexForDisplay	StringencyLegacyIndex	StringencyLegacyIndexForDisplay	GovernmentResponseIndex	GovernmentResponseIndexForDisplay	ContainmentHealthIndex	ContainmentHealthIndexForDisplay	EconomicSupportIndex	EconomicSupportIndexForDisplay
24447	Kosovo	RKS	20200515	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	2.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	944.0	29.0	92.59	92.59	93.57	93.57	80.13	80.13	83.33	83.33	62.5	62.5
24448	Kosovo	RKS	20200516	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	2.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	944.0	29.0	92.59	92.59	93.57	93.57	80.13	80.13	83.33	83.33	62.5	62.5
24449	Kosovo	RKS	20200517	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	2.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	955.0	29.0	92.59	92.59	93.57	93.57	80.13	80.13	83.33	83.33	62.5	62.5
24450	Kosovo	RKS	20200518	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	11920000.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	955.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
24451	Kosovo	RKS	20200519	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	989.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
24452	Kosovo	RKS	20200520	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	989.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
24453	Kosovo	RKS	20200521	3.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	1003.0	29.0	87.04	87.04	88.81	88.81	76.28	76.28	78.79	78.79	62.5	62.5
24454	Kosovo	RKS	20200522	NaN	NaN	2.0	1.0	2.0	1.0	4.0	1.0	1.0	1.0	2.0	1.0	2.0	1.0	4.0	1.0	0.0	2.0	0.0	0.0	2.0	1.0	1.0	1.0	0.0	0.0	NaN	1004.0	29.0	NaN	87.04	NaN	88.81	NaN	76.28	NaN	78.79	62.5	62.5
24455	Kosovo	RKS	20200523	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1025.0	29.0	NaN	87.04	NaN	88.81	NaN	76.28	NaN	78.79	NaN	62.5
24456	Kosovo	RKS	20200524	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1032.0	29.0	NaN	87.04	NaN	88.81	NaN	76.28	NaN	78.79	NaN	62.5

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters